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Evaluating Perceived Usefulness and Ease of Use of CMMN and DCR

Mar 23, 2021
Amin Jalali

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Persistent Reductions in Regularized Loss Minimization for Variable Selection

Nov 30, 2020
Amin Jalali

* 44 pages 

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New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation

Apr 10, 2019
Amin Jalali, Adel Javanmard, Maryam Fazel

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2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs

Feb 19, 2019
Amirhossein Taghvaei, Amin Jalali

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Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes

Feb 26, 2018
Amin Jalali, Rebecca Willett

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Subspace Clustering with Missing and Corrupted Data

Jan 15, 2018
Zachary Charles, Amin Jalali, Rebecca Willett

* 31 pages, 2 figures 

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Variational Gram Functions: Convex Analysis and Optimization

Apr 12, 2017
Amin Jalali, Maryam Fazel, Lin Xiao

* 26 pages, 5 figures, additional revisions to text, under revision in SIOPT, An earlier version of this work has appeared as Chapter 3 in reference [21] 

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Relative Density and Exact Recovery in Heterogeneous Stochastic Block Models

Dec 15, 2015
Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel

* 1 figure 

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